Summary
Overview
Work History
Education
Skills
Websites
Projects
Timeline
Generic

Duncan MacLennan

Melbourne,Australia

Summary

Adaptive and creative problem-solver transitioning from award-winning music production into Data Science and AI. Experienced in Python, ML, and computer vision projects through LeWagon and Holberton bootcamps. Proven ability to deliver results in fast-paced environments, with a strong entrepreneurial background and a passion for applying machine learning to real-world problems.

Overview

16
16
years of professional experience

Work History

Algorithmic Trading

Freelance Python Developer
Melbourne, Australia
11.2022 - Current
  • Developed PyTorch trading scripts using Jesse framework.
  • Applied PCA to identify technical indicators correlated with profitable trades.

Music Production Instructor

Ableton Online Courses
Melbourne, Australia
01.2016 - 01.2023
  • Created and taught a 5-week online course in music production.
  • Mentored students worldwide on digital audio workflows and creative production.

Multi-Platinum & ARIA Award-Winning Music Producer

Self-Employed
Melbourne, Australia
01.2010 - 01.2020
  • Co-produced UK #1 single (400M+ Spotify streams).
  • Achieved multiple platinum records across two productions.
  • Built global career as international DJ/producer with tours across Europe, Asia, North & South America.
  • Applied technical problem-solving in sound design, production workflows, and digital systems.

Founder

Chookie Records & Boss Level Publishing
Melbourne, Australia
01.2013 - 01.2015
  • Founded and managed record label and publishing ventures.
  • Signed and promoted artists, secured sync opportunities, and managed distribution.

Education

LeWagon Bootcamp - Data Science

LeWagon
Melbourne, VIC
03.2025

Holberton School - Software Engineering

Holberton School
Melbourne, VIC
03.2024

Skills

  • Python
  • C
  • SQL
  • Swift
  • Lua
  • Pandas
  • NumPy
  • Matplotlib
  • Scikit-learn
  • TensorFlow
  • PyTorch
  • Git
  • Linux
  • MacOS
  • Windows

Websites

Projects

Freelance Python Developer, Algorithmic Trading, Melbourne, VIC, 11/01/22, Present, Developed PyTorch trading scripts using Jesse framework. Applied PCA to identify technical indicators correlated with profitable trades.

Timeline

Algorithmic Trading

Freelance Python Developer
11.2022 - Current

Music Production Instructor

Ableton Online Courses
01.2016 - 01.2023

Founder

Chookie Records & Boss Level Publishing
01.2013 - 01.2015

Multi-Platinum & ARIA Award-Winning Music Producer

Self-Employed
01.2010 - 01.2020

LeWagon Bootcamp - Data Science

LeWagon

Holberton School - Software Engineering

Holberton School

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Duncan MacLennan